SIAM Journal on Control and Optimization, Vol.40, No.4, 1159-1188, 2001
Viscosity solutions methods for singular perturbations in deterministic and stochastic control
Viscosity solutions methods are used to pass to the limit in some penalization problems for first order and second order, degenerate parabolic, Hamilton-Jacobi-Bellman equations. This characterizes the limit of the value functions of singularly perturbed optimal control problems for deterministic systems and for controlled degenerate diffusions. The results apply to cases where the usual order reduction method does not give the correct limit, and to systems with fast state variables depending nonlinearly on the control. Some connections with ergodic control and periodic homogenization are discussed.
Keywords:singular perturbations;deterministic optimal control;stochastic optimal control;nonlinear systems;order reduction;viscosity solutions;Hamilton Jacobi Bellman equations;penalization;periodic homogenization;ergodic control;state constraints